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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Highrise MCP Server by CData

This read-only MCP Server allows you to connect to Highrise data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Vercel MCP Adapter

Enables real-time communication between applications and AI models using the Model Context Protocol, supporting features like custom tools and multiple transport options for Next.js applications.

Talk to Figma MCP

Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.

Elysia MCP Starter

A template for building Model Context Protocol servers using Elysia and Bun runtime, enabling LLM clients like Claude Desktop and Cody to access custom tools, prompts, and data resources.

greenroom

An entertainment discovery MCP server that integrates with TMDB to recommend films and TV shows, featuring multi-agent LLM response comparison and genre-based industry analysis.

5 tools

LibreOffice MCP Server

Enables AI assistants to create, read, edit, and manipulate LibreOffice documents with support for track changes, comments, search/replace, and real-time document operations through a native extension or HTTP API.

MCP Starter for Puch AI

A template MCP server that provides job searching tools (analyze descriptions, fetch postings, search opportunities) and basic image processing capabilities. Includes built-in authentication and is designed to work seamlessly with Puch AI.

Puch AI MCP Starter

A starter template for creating MCP servers that work with Puch AI, including built-in tools for job searching (analyze descriptions, fetch postings, search opportunities) and basic image processing. Features bearer token authentication and ready-to-deploy setup for extending Puch AI with custom tools.

MCP Data Analytics Server

A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.

Hivemind

Hivemind is a community-driven MCP server providing instant access to 16,000+ searchable troubleshooting solutions and coding fixes with smart ranking based on community feedback.

File-Editor-MCP

An MCP server that automates resume tailoring by using LibreOffice to programmatically update specific sections of an .odt template based on job requirements.

Agents Library MCP Server

Enables access to agent instruction files and prompts for AI development workflows. Provides tools to retrieve and list development rules, security checks, and common prompts from an agents library through MCP protocol.

PsUtil MCP Server

Provides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.

MCP Resume Scorer with Leaderboard

Enables AI-powered resume scoring and feedback through secure Google OAuth authentication. Provides FastAPI endpoints for resume evaluation with plans for leaderboard visualization and competitive scoring features.

mcp-openvision

MCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.

MCP-RAG Server

Connects a RAG application to open-webui using Model Context Protocol (MCP), enabling server-to-client communication for context retrieval and tool usage in remote environments through Server-Sent Events (SSE).

HiveAuth MCP Server

A Model Context Protocol (MCP) server that enables LLM applications to perform verifiable credential operations including issuing, verifying, revoking credentials and evaluating presentations within the HiveAuth ecosystem.

VerdictSwarm MCP Server

Enables AI agents to scan crypto tokens for rug pulls, scams, and risk using a six-agent consensus system. It provides real-time security audits and risk scoring for tokens on Solana, Ethereum, Base, and BSC.

AI Makerspace MCP Server

A versatile MCP server providing web search capabilities via Tavily, cryptocurrency market data through CoinGecko, and a dice-rolling utility for gaming or randomization.

3 tools

postfast-mcp

MCP server for the PostFast API — schedule and manage social media posts via AI tools

mcp-server

AI-powered product management: backlog optimization, scheduling, forecasting, and PRD generation.

Water Bar Email MCP Server

Enables sending branded wellness booking confirmation emails through Resend integration. Supports multiple email flows including AOI experience bookings with AI-suggested drink pairings and timeline layouts.

Supabase MCP Server

A comprehensive MCP server that enables AI assistants to manage Supabase projects, including database schema management, SQL execution, Edge Function deployment, and branching workflows.

31 tools

Crawl4AI+SearXNG MCP Server

A comprehensive web intelligence stack that combines web crawling, private SearXNG search, and RAG capabilities with knowledge graph-based code analysis and hallucination detection.

16 tools

chainlist-mcp

chainlist-mcp

Gaia Health MCP Server

Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appointment scheduling and management operations through MCP tools.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

chesscom-mxcp

An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, analytics, audit trails, and advanced data analysis capabilities. https://mxcp.dev/

Linux Bash MCP Server

A Model Context Protocol server that enables Claude Desktop to execute bash commands and scripts in WSL2 Linux distributions on Windows.

Anytype MCP Server

Enables AI assistants to interact with Anytype data through the local API, allowing search, creation, modification, and export of objects, spaces, and lists.